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Detection of genomically aberrant cells within circulating tumor microemboli (CTMs) isolated from early-stage breast cancer patients
- Source :
- Cancers, Volume 13, Issue 6, Cancers, Vol 13, Iss 1409, p 1409 (2021)
- Publication Year :
- 2021
- Publisher :
- MDPI, 2021.
-
Abstract
- Simple Summary Distant metastases derive from the shedding and dissemination of single cancer cells (CTCs) or circulating tumor emboli (CTMs) into circulation. Previous studies on CTMs were mainly run in patients with metastatic disease; however, we observed that CTMs are more frequently detected in patients with early-stage breast cancer. Here, we collected single CTMs and their relative primary tumor tissue samples in early-stage patients. By studying genomic aberrations, present in tumors cells and absent in normal cells, we predicted the tumor fraction thanks to a statistical model developed from a calibration curve with breast cancer cell lines. The tumor fraction ranged from 8% to 48% and CTMs contained specific and shared alterations with respect to tissue. Thus, CTMs may derive from different regions of the primary tumor or from occult micrometastases. Moreover, CTM-private mutations may inform us about specific metastasis-associated functions of involved genes that should be further explored in follow-up and mechanistic studies. Abstract Circulating tumor microemboli (CTMs) are clusters of cancer cells detached from solid tumors, whose study can reveal mechanisms underlying metastatization. As they frequently comprise unknown fractions of leukocytes, the analysis of copy number alterations (CNAs) is challenging. To address this, we titrated known numbers of leukocytes into cancer cells (MDA-MB-453 and MDA-MB-36, displaying high and low DNA content, respectively) generating tumor fractions from 0–100%. After low-pass sequencing, ichorCNA was identified as the best algorithm to build a linear mixed regression model for tumor fraction (TF) prediction. We then isolated 53 CTMs from blood samples of six early-stage breast cancer patients and predicted the TF of all clusters. We found that all clusters harbor cancer cells between 8 and 48%. Furthermore, by comparing the identified CNAs of CTMs with their matched primary tumors, we noted that only 31–71% of aberrations were shared. Surprisingly, CTM-private alterations were abundant (30–63%), whereas primary tumor-private alterations were rare (4–12%). This either indicates that CTMs are disseminated from further progressed regions of the primary tumor or stem from cancer cells already colonizing distant sites. In both cases, CTM-private mutations may inform us about specific metastasis-associated functions of involved genes that should be explored in follow-up and mechanistic studies.
- Subjects :
- 0301 basic medicine
Cancer Research
copy number alteration
low-pass whole genome sequencing
Settore MED/06 - Oncologia Medica
Mixed regression
breast cancer
circulating tumor microemboli
metastatic dissemination
tumor fraction
Biology
Settore MED/08 - Anatomia Patologica
lcsh:RC254-282
Article
03 medical and health sciences
0302 clinical medicine
Breast cancer
Copy Number Alteration
medicine
Stage (cooking)
Gene
lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens
medicine.disease
Primary tumor
3. Good health
030104 developmental biology
Oncology
030220 oncology & carcinogenesis
Cancer cell
Cancer research
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Cancers, Volume 13, Issue 6, Cancers, Vol 13, Iss 1409, p 1409 (2021)
- Accession number :
- edsair.doi.dedup.....4190722d8214aae811641a9e7a440f5b